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openapi.yml
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openapi: 3.0.0
info:
title: MindsDB API
description: >-
OpenAPI Specification for MindsDB's REST API. Each API Endpoint corresponds
to a specific SQL Statement e.g POST /model => CREATE MODEL
version: 0.0.1
contact:
email: [email protected]
license:
name: GNU General Public License v3.0
url: 'https://github.com/mindsdb/mindsdb/blob/main/LICENSE'
servers:
- url: 'http://127.0.0.1:47334/'
description: MindsDB local deployments
components:
schemas:
Database:
type: object
properties:
name:
type: string
engine:
type: string
description: Handler used to create this database (e.g. postgres)
type:
type: string
description: Type of database (data | project | system)
Model:
type: object
properties:
name:
type: string
accuracy:
type: number
description: Accuracy of trained model between 0 and 1
active:
type: boolean
description: Whether or not this model is currently the active version
version:
type: number
description: Version of this model
status:
type: string
description: Current status of this model (generating | creating | complete | error)
predict:
type: string
description: Column name that this model predicts
mindsdb_version:
type: string
description: MindsDB version associated with this model
error:
type: string
description: Error encountered during training, if applicable
fetch_data_query:
type: string
description: SQL query used to fetch training data for this model
created_at:
type: string
description: Time model was created at in YYYY-MM-DD HH:MM:SS format (trained models only)
training_time:
type: string
description: How long training this model took in HH:MM:SS format (trained models only)
update:
type: string
description: Set to "available" when a new version of MindsDB is available that makes the model obsolete, or when new data is available in the data that was used to train the model (trained models only).
Project:
type: object
properties:
name:
type: string
Table:
type: object
properties:
name:
type: string
type:
type: string
description: Type of table (data | view)
View:
type: object
properties:
name:
type: string
query:
type: string
description: SELECT query used to create the view
File:
type: object
properties:
columns:
type: array
items:
type: string
name:
type: string
row_count:
type: number
Skill:
type: object
properties:
name:
type: string
type:
type: string
description: Type of skill (text2sql | knowledge_base).
source: # used when type = knowledge_base
type: string
description: Used to store a knowledge_base object when type is set to knowledge_base.
database: # used when type = text2sql
type: string
description: Used to store a data source connection when type is set to text2sql.
tables: # used when type = text2sql
type: array
items:
type: string
description: Used to store table(s) names when type is set to text2sql.
description:
type: string
description: Skill description is important for an agent to decide which skill to use.
Agent:
type: object
properties:
name:
type: string
model:
type: string
description: A conversational model used by an agent
skills:
type: array
items:
type: string
description: One or more skills that an agent can use
Chatbot:
type: object
properties:
name:
type: string
database:
type: string
description: Connection to a chat app like Slack or MS Teams
agent:
type: string
description: Agent object created beforehand
Job:
type: object
properties:
name:
type: string
query:
type: string
description: Tasks to be executed by the job
if_query:
type: string
description: Optional. Condition to be fulfilled before the job executes
start_at:
type: string
format: date-time
description: Optional. Start date/time of the job
end_at:
type: string
format: date-time
description: Optional. End date/time of the job
schedule_str:
type: string
description: Periodicity of the job (e.g. every 1 minute)
paths:
'/api/databases':
get:
summary: Returns a list of database names.
description: Gets all databases created by the user.
responses:
'200':
description: A JSON array of database names
content:
application/json:
schema:
type: array
items:
$ref: '#/components/schemas/Database'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
post:
summary: Creates a new database connection.
description: Creates a new database connection. The example parameters below are for connecting to [MySQL](/data-integrations/mysql). See [here](/data-integrations/all-data-integrations) for which parameters to use for your datasource.
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
database:
type: object
properties:
name:
type: string
engine:
type: string
parameters:
type: object
description: Parameters used to connect to your data source. These example parameters are for connecting to [MySQL](/data-integrations/mysql). See [here](/data-integrations/all-data-integrations) for which parameters to use for your datasource.
properties:
user:
type: string
password:
type: string
host:
type: string
port:
type: string
database:
type: string
responses:
# OpenAPI spec defines '200' status as a successful operation, so even though the
# response code is '201', we need to use '200' so docs are properly generated.
'200':
description: The created database
content:
application/json:
schema:
$ref: '#/components/schemas/Database'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'400':
description: Bad request format
content:
application/json:
schema:
type: object
items:
type: string
'409':
description: Database already exists
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/databases/{databaseName}':
get:
summary: Gets info about existing database.
description: Gets info about an existing database.
parameters:
- name: databaseName
in: path
description: Name of existing database
required: true
schema:
type: string
responses:
'200':
description: A JSON object with database informations
content:
application/json:
schema:
$ref: '#/components/schemas/Database'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Database not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
put:
summary: Updates an existing database connection.
description: Updates an existing database connection, or creates a new connection if one doesn't exist. The example parameters below are for updating a [MySQL](/data-integrations/mysql) connection. See [here](/data-integrations/all-data-integrations) for which parameters to use for your datasource.
parameters:
- name: databaseName
in: path
description: The name of the project
required: true
schema:
type: string
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
database:
type: object
properties:
engine:
type: string
parameters:
type: object
description: Parameters used to connect to your data source. These example parameters are for connecting to [MySQL](/data-integrations/mysql). See [here](/data-integrations/all-data-integrations) for which parameters to use for your datasource.
properties:
user:
type: string
password:
type: string
host:
type: string
port:
type: string
database:
type: string
responses:
'200':
description: Database was successfully updated
content:
application/json:
schema:
$ref: '#/components/schemas/Database'
'400':
description: Bad request format
content:
application/json:
schema:
type: object
items:
type: string
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
delete:
summary: Deletes an existing database.
description: Deletes an existing database connection by name.
parameters:
- name: databaseName
in: path
description: Name of existing database to delete
required: true
schema:
type: string
responses:
'200':
description: An empty response indicates success
content:
application/json:
schema:
type: string
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Database not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects':
get:
summary: Returns a list of projects.
description: Gets all projects created by the user.
responses:
'200':
description: A JSON array of projects
content:
application/json:
schema:
type: array
items:
$ref: '#/components/schemas/Project'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects/{projectName}':
get:
summary: Get a project by name.
description: Gets a project created by the user.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
responses:
'200':
description: The returned project
content:
application/json:
schema:
$ref: '#/components/schemas/Project'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Project not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects/{projectName}/models':
post:
summary: This endpoint trains a new ML Model.
description: Starts training a new Machine Learning model.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
query:
type: string
description: The SQL CREATE MODEL statement used to train this model. See the [CREATE MODEL](https://docs.mindsdb.com/sql/create/model) statement
responses:
'200':
description: Model training started
content:
application/json:
schema:
$ref: '#/components/schemas/Model'
'400':
description: Bad request
content:
application/json:
schema:
type: object
items:
type: string
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Project not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
get:
summary: Returns a list of models.
description: Gets info about all models in the project.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
responses:
'200':
description: A JSON array of models names
content:
application/json:
schema:
type: array
items:
$ref: '#/components/schemas/Model'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Project not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects/{projectName}/models/{modelName}':
get:
summary: Gets info about specific model.
description: Gets info for a specific model in the project.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
- name: modelName
in: path
description: The name of the model
required: true
schema:
type: string
responses:
'200':
description: Model information
content:
application/json:
schema:
$ref: '#/components/schemas/Model'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Model not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
delete:
summary: Deletes an existing model.
description: Deletes a model in the project.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
- name: modelName
in: path
description: The name of the model
required: true
schema:
type: string
responses:
'200':
description: Empty response if delete is successful
content:
application/json:
schema:
type: string
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Project or model not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects/{projectName}/models/{modelName}/predict':
post:
summary: This endpoint fetches predictions from the model.
description: Uses this model to make a prediction for values of new data.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
- name: modelName
in: path
description: The name of the model
required: true
schema:
type: string
requestBody:
required: true
content:
application/json:
schema:
type: array
properties:
data:
type: object
description: The data for querying the model as key/value e.g column name/value. Example with [home rental prices](https://docs.mindsdb.com/sql/tutorials/home-rentals) - [{"sqft":823}]
responses:
'200':
description: Model queried succesfully
content:
application/json:
schema:
type: object
items:
type: string
description: Prediction object that contains data columns and the target value, confidence, lower and upper bound.
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Project or model not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects/{projectName}/models/{modelName}/describe':
get:
summary: Describe a model
description: Gets the attributes of a specific model.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
- name: modelName
in: path
description: The name of the model
required: true
schema:
type: string
requestBody:
content:
application/json:
schema:
type: object
properties:
attribute:
type: string
description: Attribute of the model to describe. See our [DESCRIBE documentation](https://docs.mindsdb.com/sql/api/describe). E.g. info, features, model
responses:
'200':
description: A JSON object with model informations
content:
application/json:
schema:
type: object
items:
type: string
description: Array containing model information
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Model not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects/{projectName}/views':
post:
summary: This endpoint creates a view which is a result-set of the SELECT statement.
description: Creates a [view](https://docs.mindsdb.com/sql/create/view) from a SELECT statement.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
requestBody:
required: true
content:
application/json:
schema:
type: object
properties:
view:
type: object
properties:
name:
type: string
description: Name of the view
query:
type: string
description: The SQL query that will save the result-set in a view.
responses:
'200':
description: View created
content:
application/json:
schema:
type: array
items:
$ref: '#/components/schemas/View'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Project not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
get:
summary: List all views in a project
description: Gets all views in a project.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
responses:
'200':
description: A JSON object with view names
content:
application/json:
schema:
type: array
items:
$ref: '#/components/schemas/View'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: Project not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
'/api/projects/{projectName}/views/{viewName}':
get:
summary: SELECT from VIEW
description: Gets a single view.
parameters:
- name: projectName
in: path
description: The name of the project
required: true
schema:
type: string
- name: viewName
in: path
description: The name of the view
required: true
schema:
type: string
responses:
'200':
description: A JSON object with VIEW data
content:
application/json:
schema:
$ref: '#/components/schemas/View'
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: View or project not found
content:
application/json:
schema:
type: object
items:
type: string
'500':
description: Server error
content:
application/json:
schema:
type: object
items:
type: string
delete:
summary: Deletes an existing view.
description: Deletes an existing view in the project.
parameters:
- name: projectName
in: path
description: Project name the view is in
required: true
schema:
type: string
- name: viewName
in: path
description: View name to delete
required: true
schema:
type: string
responses:
'200':
description: Succesfully deleted
content:
application/json:
schema:
type: object
items:
type: string
'401':
description: Invalid API key error message
content:
application/json:
schema:
type: object
items:
type: string
'404':
description: View or projectnot found
content:
application/json:
schema:
type: object
items:
type: string